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Delianidi, Marina; Diamantaras, Konstantinos – Journal of Educational Data Mining, 2023
Student performance is affected by their knowledge which changes dynamically over time. Therefore, employing recurrent neural networks (RNN), which are known to be very good in dynamic time series prediction, can be a suitable approach for student performance prediction. We propose such a neural network architecture containing two modules: (i) a…
Descriptors: Academic Achievement, Prediction, Cognitive Measurement, Bayesian Statistics
Radovic, Slaviša; Hummel, Hans G. K.; Vermeulen, Marjan – Teaching in Higher Education, 2023
The concept of lifelong learning is becoming increasingly important in contemporary educational research and development. Although the relationship between experience (practice) and knowledge (theory) is becoming an important aspect of the formal learning process, current instructional design models do not point to educational strategies that…
Descriptors: Instructional Design, Experiential Learning, Higher Education, Models
Gallo, Melissa; McGill, Craig M. – NACADA Journal, 2023
Although the practice of academic advising in North America has existed since the colonial era, it is only within the past century that an organized movement to shape the field has taken root. Most of the literature seeking to clarify the role, purpose, and function of academic advising is restricted to the United States. The purpose of this…
Descriptors: Foreign Countries, Academic Advising, Faculty Advisers, College Faculty
Timmermans, Stefan; Prickett, Pamela J. – Sociological Methods & Research, 2023
The social autopsy takes the death of a set of individuals as its starting point and then critically and systematically examines social and political conditions to explain these deaths and generate awareness and policy change. After distinguishing the social autopsy from other means to explain excess and premature deaths, we delineate three core…
Descriptors: Death, Causal Models, Social Influences, Politics
Weijters, Bert; Davidov, Eldad; Baumgartner, Hans – Sociological Methods & Research, 2023
In factorial survey designs, respondents evaluate multiple short descriptions of social objects (vignettes) that experimentally vary different levels of attributes of interest. Analytical methods (including individual-level regression analysis and multilevel models) estimate the weights (or utilities) assigned to the levels of the different…
Descriptors: Factor Analysis, Structural Equation Models, Regression (Statistics), Social Science Research
Park, JinHyeong; Kim, Dong-Won – Educational Studies in Mathematics, 2023
Coordination of theoretical probability and relative frequency estimates is challenging in probability teaching and learning. Modeling is one of the ways of teaching and learning that facilitates inquiry between these two perspectives. Given that, we designed a modeling activity to support fifteen secondary students in investigating theoretical…
Descriptors: Probability, Computation, Mathematics Instruction, Mathematical Models
Demirtas-Zorbaz, Selen; Korkut-Owen, Fidan; Arici-Sahin, Fatma; Mutlu, Tansu – British Journal of Guidance & Counselling, 2023
We examined the effects of a five-week psychoeducational programme based on the Career Sailboat model on career decision-making self-efficacy levels of Turkish university students in their job-seeking phase. Twenty-six university students were assigned to one of three groups: experimental group (EG) (n = 9), the placebo group (PG) (n = 7) and the…
Descriptors: Decision Making, Self Efficacy, Job Applicants, College Students
Dobbins, Ian G. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2023
The recognition memory receiver operating characteristic (ROC) is typically asymmetric with a characteristic elevation of the left-hand portion. Whereas the unequal variance signal detection model (uvsd) assumes the asymmetry results because old item evidence is noisier than new item evidence, the dual process signal detection model (dpsd) assumes…
Descriptors: Acoustics, Recognition (Psychology), Memory, Task Analysis
Smithers, Laura – Learning, Media and Technology, 2023
This article examines the work of predictive analytics in shaping the social worlds in which they thrive, and in particular the world of the first year of Great State University's student success initiative. Specifically, this article investigates the following research paradox: predictive analytics, as driven by a logic premised on predicting the…
Descriptors: Prediction, Learning Analytics, Academic Achievement, College Students
Hovdhaugen, Elisabeth; Sweetman, Rachel; Thomas, Liz – Tertiary Education and Management, 2023
Tinto's (1993) interactional model of student departure was initially developed for students in traditional academic degrees, at residential colleges in the US. This paper takes up Tinto as a fruitful starting point for a critical review of the aspects of the model which are more and less suitable for professional degrees: integration and…
Descriptors: Nursing Education, Nursing Students, Academic Persistence, Models
Jakopovic, Paula; Johnson, Kelly Gomez – Innovative Higher Education, 2023
Creating sustained, transformative change within and across organizations is challenging, particularly when those undertaking change act as individuals. COMmunities of Practice (CoPs) are organically created collaborations among like-minded participants, working toward a common set of goals (Lave & Wenger, 1991; Wenger-Trayner &…
Descriptors: College Faculty, Mathematics Instruction, Communities of Practice, Networks
Anzola, David; García-Díaz, César – International Journal of Social Research Methodology, 2023
Researchers have become increasingly interested in the potential use of agent-based modelling for the prediction of social phenomena, motivated by the desire, first, to further cement the method's scientific status and, second, to participate in other scenarios, particularly in the aid of decision-making. This article contributes to the current…
Descriptors: Prediction, Models, Computation, Social Sciences
Carpentras, Dino; Quayle, Michael – International Journal of Social Research Methodology, 2023
Agent-based models (ABMs) often rely on psychometric constructs such as 'opinions', 'stubbornness', 'happiness', etc. The measurement process for these constructs is quite different from the one used in physics as there is no standardized unit of measurement for opinion or happiness. Consequently, measurements are usually affected by 'psychometric…
Descriptors: Psychometrics, Error of Measurement, Models, Prediction
Beil, Fabian; Thees, Michael; Kapp, Sebastian; Kuhn, Jochen – Physics Teacher, 2023
In introductory electric circuits in middle school, students often carry strongly held alternative conceptions. Common to many of these is an idea of electric current as some kind of substance that originates from the battery and moves toward electronic components. Learners often argue that current influences those one by one as they are…
Descriptors: Introductory Courses, Electronic Equipment, Middle School Students, Science Instruction
Veri, Francesco – Sociological Methods & Research, 2023
This article aims to clarify fundamental aspects of the process of assigning fuzzy scores to conditions based on family resemblance (FR) structures by considering prototype and set theories. Prototype theory and set theory consider FR structures from two different angles. Specifically, set theory links the conceptualization of FR to the idea of…
Descriptors: Evaluation Methods, Theories, Concept Formation, Models

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